AI Engineering Lead

2 dni temu

Warszawa, Polska Billennium Pełny etat

Job Overview

Billennium is seeking an experienced Senior MLOps Engineer to join our team. The successful candidate will have a strong background in machine learning and data science, with expertise in developing and deploying applications that leverage large language models.

Key Responsibilities:

  • Pipeline Development: Design, build, and optimize ML and data pipelines for LLM applications.
  • Collaboration: Work closely with data scientists and software engineers to deploy scalable, production-ready models.
  • Model Fine-Tuning: Implement fine-tuning techniques for large language models to enhance performance.
  • Cloud Infrastructure: Utilize cloud platforms (AWS, Azure, GCP) for deploying machine learning solutions.
  • MLOps Technologies: Manage MLOps technologies and tools, including but not limited to AWS SageMaker, Kubeflow, and Vertex AI.
  • Automation: Automate workflows and streamline processes using scripting and CI/CD tools.
  • Best Practices: Ensure adherence to best practices in software development, including test-driven development and version control.
  • Documentation: Maintain documentation and facilitate effective communication across teams using tools like Jira and Confluence.

Requirements:

  • A minimum of 5 years of experience in Data Science, with at least 2 years in Data Engineering, ML Engineering, or MLOps.
  • Proficiency in programming languages such as Python and R.
  • Familiarity with machine learning frameworks (e.g., TensorFlow, PyTorch) and data visualization tools (e.g., Tableau).

What We Offer:

  • A dynamic and interesting project environment.
  • A collaborative and supportive team culture.
  • A flexible work environment.
  • A comprehensive benefits package tailored to your preferences.

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